🔬 Step 1 — Observe · Step 2 — Assess

Analyze an Image

Photo aapke device par hi analyze hoti hai. Model output aur environmental risk alag-alag dikhte hain — kyunki ye do alag measurements hain.

1Upload stagnant-water image On-device
Preview of the selected image
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Loading model…

Runs MobileNet v1 in your browser (first run downloads ~17 MB of open model weights from Google's public CDN; afterwards it's cached).

2Environmental observations Required for risk score
Standing water present?
Organic debris visible? (leaves, soil, algae)
Mosquito larvae visible in water?

Wriggling comma-shaped movement at the water surface = larvae. Photograph or consult a local health worker if unsure — do not handle the water bare-handed.

Site privacy policy disables browser auto-location — you type it yourself, only if you want map display later. Text-only location never goes on the map.

Works even if image analysis failed or was skipped.
AImage analysis result —
BPreliminary breeding-risk assessment —
— / 100 relative score · higher ≥65 · moderate ≥35

CRecommended next actions

    General source-reduction guidance — not pesticide instructions, not professional identification. Follow your local municipal/NCDC advisories.

    Known limitations for this result
    • Model confidence (if shown) is uncalibrated and describes image content, not breeding risk.
    • Risk score reflects your inputs — verify field conditions yourself.
    • No species, disease-transmission or outbreak claims can be made from this page.
    • Not an official report — contact municipal health authorities for real complaints.
    Save this observation—

    Saved to this device only (browser storage). You can export or delete everything from the dashboard.

    📊 Open dashboard
    Confidence vs risk — different things: the model's confidence says how sure the classifier is about generic image content. The risk category says how concerning the environment looks from your observations. One never converts into the other.